gluonts.ev package

gluonts.ev.evaluate(metrics, data_batches, axis=None)

Submodules

• gluonts.ev.aggregations module
  • Aggregation
    • Aggregation.axis
    • Aggregation.get()
    • Aggregation.step()
  • Mean
    • Mean.get()
    • Mean.n
    • Mean.partial_result
    • Mean.step()
  • Sum
    • Sum.get()
    • Sum.partial_result
    • Sum.step()
• gluonts.ev.metrics module
  • AverageMeanScaledQuantileLoss
    • AverageMeanScaledQuantileLoss.mean()
    • AverageMeanScaledQuantileLoss.quantile_levels
  • BaseMetricDefinition
    • BaseMetricDefinition.add()
  • Coverage
    • Coverage.q
  • DerivedMetric
    • DerivedMetric.get()
    • DerivedMetric.metrics
    • DerivedMetric.post_process
    • DerivedMetric.update()
  • DirectMetric
    • DirectMetric.aggregate
    • DirectMetric.get()
    • DirectMetric.stat
    • DirectMetric.update()
  • MAE
    • MAE.forecast_type
  • MAECoverage
    • MAECoverage.mean()
    • MAECoverage.quantile_levels
  • MAPE
    • MAPE.forecast_type
  • MASE
    • MASE.forecast_type
  • MSE
    • MSE.forecast_type
  • MSIS
    • MSIS.alpha
  • MeanAbsoluteLabel
  • MeanScaledQuantileLoss
    • MeanScaledQuantileLoss.q
  • MeanSumQuantileLoss
    • MeanSumQuantileLoss.mean()
    • MeanSumQuantileLoss.quantile_levels
  • MeanWeightedSumQuantileLoss
    • MeanWeightedSumQuantileLoss.mean()
    • MeanWeightedSumQuantileLoss.quantile_levels
  • Metric
    • Metric.get()
    • Metric.name
    • Metric.update()
    • Metric.update_all()
  • MetricCollection
    • MetricCollection.get()
    • MetricCollection.metrics
    • MetricCollection.update()
    • MetricCollection.update_all()
  • MetricDefinition
  • MetricDefinitionCollection
    • MetricDefinitionCollection.metrics
  • ND
    • ND.forecast_type
    • ND.normalized_deviation()
  • NRMSE
    • NRMSE.forecast_type
    • NRMSE.normalize_root_mean_squared_error()
  • OWA
    • OWA.calculate_OWA()
    • OWA.forecast_type
  • RMSE
    • RMSE.forecast_type
    • RMSE.root_mean_squared_error()
  • SMAPE
    • SMAPE.forecast_type
  • SumAbsoluteError
    • SumAbsoluteError.forecast_type
  • SumAbsoluteLabel
  • SumError
    • SumError.forecast_type
  • SumNumMaskedTargetValues
  • SumQuantileLoss
    • SumQuantileLoss.q
  • WeightedSumQuantileLoss
    • WeightedSumQuantileLoss.q
    • WeightedSumQuantileLoss.weight_sum_quantile_loss()
• gluonts.ev.stats module
  • absolute_error()
  • absolute_label()
  • absolute_percentage_error()
  • absolute_scaled_error()
  • coverage()
  • error()
  • num_masked_target_values()
  • quantile_loss()
  • scaled_interval_score()
  • scaled_quantile_loss()
  • squared_error()
  • symmetric_absolute_percentage_error()
• gluonts.ev.ts_stats module
  • seasonal_error()